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Update app.py
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app.py
CHANGED
@@ -20,11 +20,14 @@ SIMILARITY_THRESHOLD = 0.3 # fallback threshold if similarity is too low
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# Translation pipelines
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# Translation to Russian (for queries not in Russian)
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translate_to_ru = pipeline("translation", model="Helsinki-NLP/opus-mt-multi-en-ru")
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# RU->EN for English queries
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translate_ru_to_en = pipeline("translation", model="Helsinki-NLP/opus-mt-ru-en")
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# Russian Language Model for QA
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llm = HuggingFaceHub(repo_id="DeepPavlov/rubert-base-cased", model_kwargs={"temperature": 0})
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qa_chain = load_qa_chain(llm, chain_type="stuff")
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# Translation pipelines
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# Translation to Russian (for queries not in Russian)
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# translate_to_ru = pipeline("translation", model="Helsinki-NLP/opus-mt-multi-en-ru")
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translate_to_ru = pipeline("translation", model="Helsinki-NLP/opus-mt-en-ru")
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# RU->EN for English queries
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translate_ru_to_en = pipeline("translation", model="Helsinki-NLP/opus-mt-ru-en")
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+
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# Russian Language Model for QA
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llm = HuggingFaceHub(repo_id="DeepPavlov/rubert-base-cased", model_kwargs={"temperature": 0})
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qa_chain = load_qa_chain(llm, chain_type="stuff")
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